On stratifying by obesity class, SH2B1 rs7498665 was associated with class I/II obesity (OR 1.21, Padd  = 0.047), and MC4R rs17782313 was associated with class III obesity (OR 1.85 Padd  = 0.003). Here, MC4R is linked to obesity due to melanocortin 4 receptor deficiency.